/ImageAnalysis02502

DTU course 02502 Image Analysis, Spring 2023

Primary LanguageJupyter Notebook

ImageAnalysis02502

This repository contains materials used as part of the course 02502 Image Analysis, at DTU in Spring 2023. It features the code I prepared for exercises and exams.

The official repository for the course can be found here.

Exercises

  • 1 - Introduction to image analysis in Python
  • 1b - An introduction to principal component analysis (PCA)
  • 2 - Cameras and Lenses
  • 2b - Change Detection in Videos
  • 3 - Pixelwise operations
  • 4 - Image Filtering
  • 4b - Image Morphology
  • 5 - BLOB Analysis / Connected component analysis and object classification
  • 6 - Pixel classification and object segmentation
  • 6b - Advanced Pixel Classification
  • 7 - Geometric transformations and landmark based registration
  • 8 - Cats, cats, and EigenCats
  • 9 - Advanced Image Registration